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Wiley Neural and Adaptive Systems: Fundamentals through Simulations

Amazon

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Description

This comprehensive text by Jose C. Principe, Neil R. Euliano, and W. Curt Lefebvre unifies neural networks and adaptive filters into a single coherent framework, making it ideal for senior and graduate-level courses in both disciplines. The book distinguishes itself through over 200 fully functional simulations with detailed instructions that demonstrate key concepts and build practical intuition about adaptive systems using real-world data. The integrated simulation environment creates an active learning experience that bridges theory and application, allowing readers to experiment with neural network behaviour and adaptive filter performance hands-on. Whether you are studying machine learning, signal processing, or computational intelligence, this Wiley publication provides both rigorous theoretical foundations and practical tools for understanding how neural and adaptive systems function in practice.

Key Features

Over 200 fully functional simulations with instructions included to reinforce core concepts and develop intuition about adaptive systems behaviour.

Unified framework integrating neural networks and adaptive filters into one coherent learning structure for comprehensive understanding.

Designed for senior and graduate-level courses in neural networks and adaptive filter theory and applications.

Real-world data applications throughout the simulations help readers build practical skills and intuition for actual systems.

Self-learning environment supported by interactive simulations that encourage experimentation and deeper exploration of adaptive system principles.

Product Specifications

Brand
Wiley
Format
paperback
Domain
Amazon UK
Release Date
07 December 1999
Listed Since
09 February 2007

Barcode

No barcode data available

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